Organizations struggle to keep security questionnaire answers aligned with rapidly evolving internal policies and external regulations. This article introduces a novel AI‑driven continuous policy drift detection engine built into the Procurize platform. By monitoring policy repositories, regulatory feeds, and evidence artifacts in real time, the engine alerts teams to discrepancies, auto‑suggests updates, and guarantees that every questionnaire response reflects the latest compliant state.

This article introduces a novel, real‑time collaborative knowledge‑graph engine that unites security, legal, and product teams around a single source of truth. By blending generative AI, policy‑drift detection, and fine‑grained access control, the platform auto‑updates answers, surfaces missing evidence, and instantly syncs changes across all pending questionnaires, cutting response time by up to 80 %.